The car keys felt heavy in Maya's hand as she waited in the parking lot. The setting sun cast long shadows, and the air was beginning to grow cold. She kept pacing, her boots crunching on the gravel, the motion doing little to quell the agitation bubbling within her. Their shared childhood summer, and the argument that followed, was all that awaited her at the park.

A familiar figure emerged from the building, a dark silhouette against the fiery sky. Liam, her former friend. He walked toward her, his posture relaxed, his hands shoved casually in his pockets.

"Hey," he said, his voice flat. He looked like he was about to burst out laughing. She swallowed hard, realizing that everything would come down to this conversation and their differing views.

Emotion: nervous

Cluster: Fear / Anxiety
PC1 (Valence): -1.08 Negative
PC2 (Disposition): -0.47

Role in Research

This story is one of 1,000 stories generated for the emotion nervous. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 nervous stories, after denoising with neutral dialogue baselines, produces the nervous emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the nervous vector is projected through the unembedding matrix.

Promoted:
worse0.229
trem0.203
😰0.203
😨0.201
ç·Šå¼µ0.200
Suppressed:
la-0.397
que-0.260
a-0.242
B-0.217
H-0.210